Uses of Interface
org.openimaj.ml.training.BatchTrainer

Packages that use BatchTrainer

Package	Description
org.openimaj.image.model
org.openimaj.image.processing.face.feature	The feature package contains implementations of features that can describe a face.
org.openimaj.ml.annotation
org.openimaj.ml.annotation.basic
org.openimaj.ml.annotation.linear
org.openimaj.ml.annotation.model
org.openimaj.ml.annotation.svm

Uses of BatchTrainer in org.openimaj.image.model

Classes in org.openimaj.image.model that implement BatchTrainer

Modifier and Type	Class and Description
class	EigenImages Implementation of EigenImages.
class	FisherImages Implementation of Fisher Images (aka "FisherFaces").

Uses of BatchTrainer in org.openimaj.image.processing.face.feature

Classes in org.openimaj.image.processing.face.feature that implement BatchTrainer

Modifier and Type	Class and Description
static class	EigenFaceFeature.Extractor<T extends DetectedFace> A FacialFeatureExtractor for producing EigenFaces.
static class	FisherFaceFeature.Extractor<T extends DetectedFace> A FacialFeatureExtractor for producing FisherFaces.

Uses of BatchTrainer in org.openimaj.ml.annotation

Classes in org.openimaj.ml.annotation that implement BatchTrainer

Modifier and Type	Class and Description
class	BatchAnnotator<OBJECT,ANNOTATION> An Annotator that is trained in "batch" mode; all training examples are presented at once.

Uses of BatchTrainer in org.openimaj.ml.annotation.basic

Classes in org.openimaj.ml.annotation.basic that implement BatchTrainer

Modifier and Type	Class and Description
class	IndependentPriorRandomAnnotator<OBJECT,ANNOTATION> Annotator that randomly assigns annotations, but takes account of the prior probability of each annotation based on the proportion of times it occurred in training.
class	UniformRandomAnnotator<OBJECT,ANNOTATION> An annotator that chooses annotations completely randomly from the set of all known annotations.

Uses of BatchTrainer in org.openimaj.ml.annotation.linear

Classes in org.openimaj.ml.annotation.linear that implement BatchTrainer

Modifier and Type	Class and Description
class	DenseLinearTransformAnnotator<OBJECT,ANNOTATION> An annotator that determines a "transform" between feature vectors and vectors of annotation counts.
class	LiblinearAnnotator<OBJECT,ANNOTATION> Annotator based on linear classifiers learned using Liblinear (see Linear) or DenseLinear depending on the density of the features.
class	LinearSVMAnnotator<OBJECT,ANNOTATION> An Annotator based on a set of linear SVMs (one per annotation).

Uses of BatchTrainer in org.openimaj.ml.annotation.model

Classes in org.openimaj.ml.annotation.model that implement BatchTrainer

Modifier and Type	Class and Description
class	ModelAnnotator<OBJECT,ANNOTATION,FEATURE> An BatchAnnotator backed by a EstimatableModel.

Uses of BatchTrainer in org.openimaj.ml.annotation.svm

Classes in org.openimaj.ml.annotation.svm that implement BatchTrainer

Modifier and Type	Class and Description
class	SVMAnnotator<OBJECT,ANNOTATION> Wraps the libsvm SVM and provides basic positive/negative annotation for a single class.